g-aditi / customer-personality-analysis

Using a Kaggle dataset, customer personality was analysed on the basis of their spending habits, income, education, and family size. K-Means, XGBoost, and SHAP Analysis were performed.

Customer Personality Analysis

Using this dataset from Kaggle, the personalities of customers were analysed. The attached Google Colab ipynb file has the following sections in it:

1. Exploratory Data Analysis
2. KMeans Clustering
3. Analysis of Clustering Results
4. KMeans Customer Analysis
5. Classification Using XGBoost
6. SHAP Analysis